Pith Number

pith:EZI6J33W

pith:2025:EZI6J33WCEINKZWSJ2656DSKTG

not attested not anchored not stored refs pending

The Relationship between No-Regret Learning and Online Conformal Prediction

Aaron Roth, Ramya Ramalingam, Shayan Kiyani

arxiv:2502.10947 v1 · 2025-02-16 · cs.LG · cs.GT · stat.ML

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{EZI6J33WCEINKZWSJ2656DSKTG}

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Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

2 papers in Pith

Strategic Decision Support for AI Agents

Parameter-Free and Group Conditional Online Conformal Prediction

Receipt and verification

First computed	2026-07-05T10:15:01.539326Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2651e4ef761110d566d24ebddf0e4a99b46942fc08bd9fe9a931bc0d3f8e5779

Aliases

arxiv: 2502.10947 · arxiv_version: 2502.10947v1 · doi: 10.48550/arxiv.2502.10947 · pith_short_12: EZI6J33WCEIN · pith_short_16: EZI6J33WCEINKZWS · pith_short_8: EZI6J33W

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/EZI6J33WCEINKZWSJ2656DSKTG \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 2651e4ef761110d566d24ebddf0e4a99b46942fc08bd9fe9a931bc0d3f8e5779

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "74ec427d3765f9a92a514828b4a379c49bdf576593d211da7e292f8e47c8a1e4",
    "cross_cats_sorted": [
      "cs.GT",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-16T01:39:05Z",
    "title_canon_sha256": "db1456f7599ab8808aea1e79c6533f423cda2229ffcb6b6250ae4878738c943f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.10947",
    "kind": "arxiv",
    "version": 1
  }
}